Identificar desbalances en las clases de delitos

Brought to you by YData

Dataset statistics

Number of variables	14
Number of observations	23072
Missing cells	106048
Missing cells (%)	32.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.5 MiB
Average record size in memory	112.0 B

Variable types

Numeric	12
Categorical	1
Text	1

Alerts

`cantidad_hechos` is highly overall correlated with `cantidad_victimas` and 6 other fields	High correlation
`cantidad_victimas` is highly overall correlated with `cantidad_hechos` and 7 other fields	High correlation
`cantidad_victimas_fem` is highly overall correlated with `cantidad_hechos` and 6 other fields	High correlation
`cantidad_victimas_masc` is highly overall correlated with `cantidad_hechos` and 5 other fields	High correlation
`cantidad_victimas_sd` is highly overall correlated with `cantidad_hechos` and 2 other fields	High correlation
`provincia_id` is highly overall correlated with `provincia_nombre`	High correlation
`provincia_nombre` is highly overall correlated with `provincia_id`	High correlation
`tasa_hechos` is highly overall correlated with `cantidad_hechos` and 5 other fields	High correlation
`tasa_victimas` is highly overall correlated with `cantidad_hechos` and 7 other fields	High correlation
`tasa_victimas_fem` is highly overall correlated with `cantidad_hechos` and 6 other fields	High correlation
`tasa_victimas_masc` is highly overall correlated with `cantidad_victimas` and 5 other fields	High correlation
`codigo_delito_snic_id` has 5024 (21.8%) missing values	Missing
`cantidad_victimas` has 14432 (62.6%) missing values	Missing
`cantidad_victimas_masc` has 14432 (62.6%) missing values	Missing
`cantidad_victimas_fem` has 14432 (62.6%) missing values	Missing
`cantidad_victimas_sd` has 14432 (62.6%) missing values	Missing
`tasa_victimas` has 14432 (62.6%) missing values	Missing
`tasa_victimas_masc` has 14432 (62.6%) missing values	Missing
`tasa_victimas_fem` has 14432 (62.6%) missing values	Missing
`cantidad_victimas_sd` is highly skewed (γ1 = 25.11153212)	Skewed
`provincia_nombre` is uniformly distributed	Uniform
`cantidad_hechos` has 3427 (14.9%) zeros	Zeros
`cantidad_victimas` has 1160 (5.0%) zeros	Zeros
`cantidad_victimas_masc` has 2496 (10.8%) zeros	Zeros
`cantidad_victimas_fem` has 2499 (10.8%) zeros	Zeros
`cantidad_victimas_sd` has 3957 (17.2%) zeros	Zeros
`tasa_hechos` has 3427 (14.9%) zeros	Zeros
`tasa_victimas` has 1160 (5.0%) zeros	Zeros
`tasa_victimas_masc` has 2496 (10.8%) zeros	Zeros
`tasa_victimas_fem` has 2499 (10.8%) zeros	Zeros

Reproduction

Analysis started	2025-04-28 18:24:50.468634
Analysis finished	2025-04-28 18:25:12.137345
Duration	21.67 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

provincia_id
Real number (ℝ)

High correlation

Distinct	24
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48.008322

Minimum	2
Maximum	94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	180.4 KiB

Quantile statistics

Minimum	2
5-th percentile	6
Q1	25
median	48
Q3	71
95-th percentile	90
Maximum	94
Range	92
Interquartile range (IQR)	46

Descriptive statistics

Standard deviation	27.685671
Coefficient of variation (CV)	0.57668484
Kurtosis	-1.2041503
Mean	48.008322
Median Absolute Deviation (MAD)	24
Skewness	-0.00020056686
Sum	1107648
Variance	766.4964
Monotonicity	Increasing

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
22	968	4.2%
86	968	4.2%
66	968	4.2%
42	968	4.2%
14	960	4.2%
2	960	4.2%
10	960	4.2%
6	960	4.2%
30	960	4.2%
26	960	4.2%
Other values (14)	13440	58.3%

Value	Count	Frequency (%)
2	960	4.2%
6	960	4.2%
10	960	4.2%
14	960	4.2%
18	960	4.2%
22	968	4.2%
26	960	4.2%
30	960	4.2%
34	960	4.2%
38	960	4.2%

Value	Count	Frequency (%)
94	960	4.2%
90	960	4.2%
86	968	4.2%
82	960	4.2%
78	960	4.2%
74	960	4.2%
70	960	4.2%
66	968	4.2%
62	960	4.2%
58	960	4.2%

provincia_nombre
Categorical

High correlation Uniform

Distinct	24
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	180.4 KiB

Chaco	968
Santiago del Estero	968
Salta	968
La Pampa	968
Córdoba	960
Other values (19)	18240

Length

Max length	53
Median length	19
Mean length	11.122399
Min length	5

Characters and Unicode

Total characters	256616
Distinct characters	41
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Ciudad Autónoma de Buenos Aires
2nd row	Ciudad Autónoma de Buenos Aires
3rd row	Ciudad Autónoma de Buenos Aires
4th row	Ciudad Autónoma de Buenos Aires
5th row	Ciudad Autónoma de Buenos Aires

Common Values

Value	Count	Frequency (%)
Chaco	968	4.2%
Santiago del Estero	968	4.2%
Salta	968	4.2%
La Pampa	968	4.2%
Córdoba	960	4.2%
Ciudad Autónoma de Buenos Aires	960	4.2%
Catamarca	960	4.2%
Buenos Aires	960	4.2%
Entre Ríos	960	4.2%
Chubut	960	4.2%
Other values (14)	13440	58.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
del	2888	6.4%
la	1928	4.3%
aires	1920	4.3%
buenos	1920	4.3%
san	1920	4.3%
santa	1920	4.3%
santiago	968	2.1%
chaco	968	2.1%
salta	968	2.1%
pampa	968	2.1%
Other values (30)	28808	63.8%

Most occurring characters

Value	Count	Frequency (%)
a	27904	10.9%
	22104	8.6%
e	19216	7.5%
o	17304	6.7%
n	16328	6.4%
u	16320	6.4%
r	14408	5.6%
t	13464	5.2%
s	12488	4.9%
i	11528	4.5%
Other values (31)	85552	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	256616	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	27904	10.9%
	22104	8.6%
e	19216	7.5%
o	17304	6.7%
n	16328	6.4%
u	16320	6.4%
r	14408	5.6%
t	13464	5.2%
s	12488	4.9%
i	11528	4.5%
Other values (31)	85552	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	256616	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	27904	10.9%
	22104	8.6%
e	19216	7.5%
o	17304	6.7%
n	16328	6.4%
u	16320	6.4%
r	14408	5.6%
t	13464	5.2%
s	12488	4.9%
i	11528	4.5%
Other values (31)	85552	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	256616	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	27904	10.9%
	22104	8.6%
e	19216	7.5%
o	17304	6.7%
n	16328	6.4%
u	16320	6.4%
r	14408	5.6%
t	13464	5.2%
s	12488	4.9%
i	11528	4.5%
Other values (31)	85552	33.3%

anio
Real number (ℝ)

Distinct	24
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2013.4494

Minimum	2000
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	180.4 KiB

Quantile statistics

Minimum	2000
5-th percentile	2001
Q1	2007
median	2015
Q3	2020
95-th percentile	2023
Maximum	2023
Range	23
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	7.1475434
Coefficient of variation (CV)	0.0035498997
Kurtosis	-1.1745161
Mean	2013.4494
Median Absolute Deviation (MAD)	6
Skewness	-0.37177029
Sum	46454304
Variance	51.087377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
2023	1728	7.5%
2022	1440	6.2%
2019	1440	6.2%
2021	1440	6.2%
2018	1440	6.2%
2020	1440	6.2%
2017	1440	6.2%
2016	800	3.5%
2007	744	3.2%
2006	744	3.2%
Other values (14)	10416	45.1%

Value	Count	Frequency (%)
2000	744	3.2%
2001	744	3.2%
2002	744	3.2%
2003	744	3.2%
2004	744	3.2%
2005	744	3.2%
2006	744	3.2%
2007	744	3.2%
2008	744	3.2%
2009	744	3.2%

Value	Count	Frequency (%)
2023	1728	7.5%
2022	1440	6.2%
2021	1440	6.2%
2020	1440	6.2%
2019	1440	6.2%
2018	1440	6.2%
2017	1440	6.2%
2016	800	3.5%
2015	744	3.2%
2014	744	3.2%

codigo_delito_snic_id
Real number (ℝ)

Missing

Distinct	32
Distinct (%)	0.2%
Missing	5024
Missing (%)	21.8%
Infinite	0
Infinite (%)	0.0%
Mean	16.170213

Minimum	1
Maximum	32
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	180.4 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	24
95-th percentile	30
Maximum	32
Range	31
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	9.0469831
Coefficient of variation (CV)	0.55948448
Kurtosis	-1.1990496
Mean	16.170213
Median Absolute Deviation (MAD)	8
Skewness	0.0024004458
Sum	291840
Variance	81.847903
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
1	576	2.5%
2	576	2.5%
4	576	2.5%
3	576	2.5%
6	576	2.5%
7	576	2.5%
8	576	2.5%
5	576	2.5%
10	576	2.5%
11	576	2.5%
Other values (22)	12288	53.3%
(Missing)	5024	21.8%

Value	Count	Frequency (%)
1	576	2.5%
2	576	2.5%
3	576	2.5%
4	576	2.5%
5	576	2.5%
6	576	2.5%
7	576	2.5%
8	576	2.5%
9	576	2.5%
10	576	2.5%

Value	Count	Frequency (%)
32	192	0.8%
31	576	2.5%
30	576	2.5%
29	576	2.5%
28	576	2.5%
27	576	2.5%
26	576	2.5%
25	576	2.5%
24	576	2.5%
23	576	2.5%

codigo_delito_snic_nombre
Text

Distinct	69
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	180.4 KiB

Length

Max length	92
Median length	47
Mean length	35.858703
Min length	6

Characters and Unicode

Total characters	827332
Distinct characters	52
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Homicidios dolosos
2nd row	Homicidios dolosos en grado de tentativa
3rd row	Muertes en accidentes viales
4th row	Homicidios culposos por otros hechos
5th row	Lesiones dolosas

Value	Count	Frequency (%)
de	9252	7.7%
delitos	8576	7.1%
contra	7488	6.2%
la	5160	4.3%
el	4800	4.0%
otros	4348	3.6%
lesiones	4032	3.3%
por	3456	2.9%
en	2644	2.2%
y	2548	2.1%
Other values (128)	68136	56.6%

Most occurring characters

Value	Count	Frequency (%)
	97368	11.8%
e	85784	10.4%
o	76888	9.3%
s	72684	8.8%
a	64056	7.7%
i	51468	6.2%
t	46168	5.6%
l	43380	5.2%
r	43212	5.2%
n	41120	5.0%
Other values (42)	205204	24.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	827332	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	97368	11.8%
e	85784	10.4%
o	76888	9.3%
s	72684	8.8%
a	64056	7.7%
i	51468	6.2%
t	46168	5.6%
l	43380	5.2%
r	43212	5.2%
n	41120	5.0%
Other values (42)	205204	24.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	827332	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	97368	11.8%
e	85784	10.4%
o	76888	9.3%
s	72684	8.8%
a	64056	7.7%
i	51468	6.2%
t	46168	5.6%
l	43380	5.2%
r	43212	5.2%
n	41120	5.0%
Other values (42)	205204	24.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	827332	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	97368	11.8%
e	85784	10.4%
o	76888	9.3%
s	72684	8.8%
a	64056	7.7%
i	51468	6.2%
t	46168	5.6%
l	43380	5.2%
r	43212	5.2%
n	41120	5.0%
Other values (42)	205204	24.8%

cantidad_hechos
Real number (ℝ)

High correlation Zeros

Distinct	4514
Distinct (%)	19.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1673.5968

Minimum	0
Maximum	143840
Zeros	3427
Zeros (%)	14.9%
Negative	0
Negative (%)	0.0%
Memory size	180.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	77
Q3	615
95-th percentile	7902.75
Maximum	143840
Range	143840
Interquartile range (IQR)	610

Descriptive statistics

Standard deviation	6487.8279
Coefficient of variation (CV)	3.8765775
Kurtosis	95.027686
Mean	1673.5968
Median Absolute Deviation (MAD)	77
Skewness	8.5061641
Sum	38613226
Variance	42091911
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3427	14.9%
1	920	4.0%
2	493	2.1%
3	410	1.8%
4	329	1.4%
5	262	1.1%
6	260	1.1%
8	209	0.9%
7	202	0.9%
10	165	0.7%
Other values (4504)	16395	71.1%

Value	Count	Frequency (%)
0	3427	14.9%
1	920	4.0%
2	493	2.1%
3	410	1.8%
4	329	1.4%
5	262	1.1%
6	260	1.1%
7	202	0.9%
8	209	0.9%
9	154	0.7%

Value	Count	Frequency (%)
143840	1	< 0.1%
132214	1	< 0.1%
114050	1	< 0.1%
107769	1	< 0.1%
106234	1	< 0.1%
104520	1	< 0.1%
101140	1	< 0.1%
98805	1	< 0.1%
97352	1	< 0.1%
95754	1	< 0.1%

cantidad_victimas
Real number (ℝ)

High correlation Missing Zeros

Distinct	1932
Distinct (%)	22.4%
Missing	14432
Missing (%)	62.6%
Infinite	0
Infinite (%)	0.0%
Mean	945.70683

Minimum	0
Maximum	68450
Zeros	1160
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	180.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	10
median	70
Q3	360
95-th percentile	3292.05
Maximum	68450
Range	68450
Interquartile range (IQR)	350

Descriptive statistics

Standard deviation	3756.6092
Coefficient of variation (CV)	3.9722767
Kurtosis	109.30584
Mean	945.70683
Median Absolute Deviation (MAD)	70
Skewness	9.0951924
Sum	8170907
Variance	14112113
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1160	5.0%
1	195	0.8%
3	133	0.6%
2	127	0.6%
4	98	0.4%
5	94	0.4%
6	91	0.4%
7	77	0.3%
8	67	0.3%
10	63	0.3%
Other values (1922)	6535	28.3%
(Missing)	14432	62.6%

Value	Count	Frequency (%)
0	1160	5.0%
1	195	0.8%
2	127	0.6%
3	133	0.6%
4	98	0.4%
5	94	0.4%
6	91	0.4%
7	77	0.3%
8	67	0.3%
9	56	0.2%

Value	Count	Frequency (%)
68450	1	< 0.1%
68363	1	< 0.1%
64217	1	< 0.1%
62969	1	< 0.1%
61238	1	< 0.1%
60557	1	< 0.1%
59093	1	< 0.1%
58606	1	< 0.1%
47930	1	< 0.1%
44730	1	< 0.1%

cantidad_victimas_masc
Real number (ℝ)

High correlation Missing Zeros

Distinct	1296
Distinct (%)	15.0%
Missing	14432
Missing (%)	62.6%
Infinite	0
Infinite (%)	0.0%
Mean	395.26539

Minimum	0
Maximum	29567
Zeros	2496
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	180.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	14
Q3	96.25
95-th percentile	1363.05
Maximum	29567
Range	29567
Interquartile range (IQR)	96.25

Descriptive statistics

Standard deviation	1795.4152
Coefficient of variation (CV)	4.542303
Kurtosis	99.895033
Mean	395.26539
Median Absolute Deviation (MAD)	14
Skewness	9.0187527
Sum	3415093
Variance	3223515.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2496	10.8%
1	282	1.2%
2	216	0.9%
3	196	0.8%
4	151	0.7%
7	128	0.6%
5	126	0.5%
6	124	0.5%
8	111	0.5%
9	104	0.5%
Other values (1286)	4706	20.4%
(Missing)	14432	62.6%

Value	Count	Frequency (%)
0	2496	10.8%
1	282	1.2%
2	216	0.9%
3	196	0.8%
4	151	0.7%
5	126	0.5%
6	124	0.5%
7	128	0.6%
8	111	0.5%
9	104	0.5%

Value	Count	Frequency (%)
29567	1	< 0.1%
29179	1	< 0.1%
29011	1	< 0.1%
26724	1	< 0.1%
26313	1	< 0.1%
25980	1	< 0.1%
25913	1	< 0.1%
25645	1	< 0.1%
24568	1	< 0.1%
24480	1	< 0.1%

cantidad_victimas_fem
Real number (ℝ)

High correlation Missing Zeros

Distinct	1253
Distinct (%)	14.5%
Missing	14432
Missing (%)	62.6%
Infinite	0
Infinite (%)	0.0%
Mean	343.46146

Minimum	0
Maximum	41317
Zeros	2499
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	180.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	11
Q3	112
95-th percentile	1253.15
Maximum	41317
Range	41317
Interquartile range (IQR)	112

Descriptive statistics

Standard deviation	1613.6957
Coefficient of variation (CV)	4.6983312
Kurtosis	208.66821
Mean	343.46146
Median Absolute Deviation (MAD)	11
Skewness	12.083046
Sum	2967507
Variance	2604013.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2499	10.8%
1	396	1.7%
2	263	1.1%
3	214	0.9%
4	197	0.9%
6	151	0.7%
5	144	0.6%
7	130	0.6%
8	117	0.5%
9	116	0.5%
Other values (1243)	4413	19.1%
(Missing)	14432	62.6%

Value	Count	Frequency (%)
0	2499	10.8%
1	396	1.7%
2	263	1.1%
3	214	0.9%
4	197	0.9%
5	144	0.6%
6	151	0.7%
7	130	0.6%
8	117	0.5%
9	116	0.5%

Value	Count	Frequency (%)
41317	1	< 0.1%
40884	1	< 0.1%
35910	1	< 0.1%
35109	1	< 0.1%
30489	1	< 0.1%
25137	1	< 0.1%
24652	1	< 0.1%
21381	1	< 0.1%
20878	1	< 0.1%
20765	1	< 0.1%

cantidad_victimas_sd
Real number (ℝ)

High correlation Missing Skewed Zeros

Distinct	871
Distinct (%)	10.1%
Missing	14432
Missing (%)	62.6%
Infinite	0
Infinite (%)	0.0%
Mean	206.98125

Minimum	0
Maximum	61164
Zeros	3957
Zeros (%)	17.2%
Negative	0
Negative (%)	0.0%
Memory size	180.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	30
95-th percentile	768.1
Maximum	61164
Range	61164
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	1582.4091
Coefficient of variation (CV)	7.6451807
Kurtosis	834.73454
Mean	206.98125
Median Absolute Deviation (MAD)	1
Skewness	25.111532
Sum	1788318
Variance	2504018.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3957	17.2%
1	613	2.7%
2	329	1.4%
3	202	0.9%
4	170	0.7%
5	136	0.6%
6	103	0.4%
7	84	0.4%
8	76	0.3%
9	73	0.3%
Other values (861)	2897	12.6%
(Missing)	14432	62.6%

Value	Count	Frequency (%)
0	3957	17.2%
1	613	2.7%
2	329	1.4%
3	202	0.9%
4	170	0.7%
5	136	0.6%
6	103	0.4%
7	84	0.4%
8	76	0.3%
9	73	0.3%

Value	Count	Frequency (%)
61164	1	< 0.1%
59000	1	< 0.1%
58589	1	< 0.1%
44166	1	< 0.1%
43626	1	< 0.1%
14959	1	< 0.1%
14924	1	< 0.1%
14092	1	< 0.1%
13803	1	< 0.1%
13291	1	< 0.1%

tasa_hechos
Real number (ℝ)

High correlation Zeros

Distinct	17953
Distinct (%)	77.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	110.20726

Minimum	0
Maximum	6707.5234
Zeros	3427
Zeros (%)	14.9%
Negative	0
Negative (%)	0.0%
Memory size	180.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.60205504
median	8.8645592
Q3	57.685395
95-th percentile	626.35281
Maximum	6707.5234
Range	6707.5234
Interquartile range (IQR)	57.083339

Descriptive statistics

Standard deviation	285.75921
Coefficient of variation (CV)	2.5929255
Kurtosis	53.276405
Mean	110.20726
Median Absolute Deviation (MAD)	8.8645592
Skewness	5.5133437
Sum	2542701.9
Variance	81658.327
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3427	14.9%
0.16711788	12	0.1%
0.60626638	9	< 0.1%
0.13728663	9	< 0.1%
0.09166424	7	< 0.1%
0.26094672	7	< 0.1%
0.26162121	7	< 0.1%
0.26451737	7	< 0.1%
0.078431867	6	< 0.1%
0.23669983	6	< 0.1%
Other values (17943)	19575	84.8%

Value	Count	Frequency (%)
0	3427	14.9%
0.005543388	3	< 0.1%
0.005594173	2	< 0.1%
0.0056466553	4	< 0.1%
0.0057008835	2	< 0.1%
0.0057570045	1	< 0.1%
0.0058151721	6	< 0.1%
0.0058754366	1	< 0.1%
0.0060024257	1	< 0.1%
0.0060693794	2	< 0.1%

Value	Count	Frequency (%)
6707.5234	1	< 0.1%
5636.7183	1	< 0.1%
5150.3057	1	< 0.1%
4774.3257	1	< 0.1%
4712.481	1	< 0.1%
4412.6094	1	< 0.1%
4162.0215	1	< 0.1%
3958.4583	1	< 0.1%
3400.1006	1	< 0.1%
3294.46	1	< 0.1%

tasa_victimas
Real number (ℝ)

High correlation Missing Zeros

Distinct	7259
Distinct (%)	84.0%
Missing	14432
Missing (%)	62.6%
Infinite	0
Infinite (%)	0.0%
Mean	58.851241

Minimum	0
Maximum	1232.8198
Zeros	1160
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	180.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.5846398
median	8.4762006
Q3	29.360937
95-th percentile	376.91968
Maximum	1232.8198
Range	1232.8198
Interquartile range (IQR)	27.776297

Descriptive statistics

Standard deviation	139.44691
Coefficient of variation (CV)	2.3694812
Kurtosis	14.414186
Mean	58.851241
Median Absolute Deviation (MAD)	8.2892957
Skewness	3.5932354
Sum	508474.72
Variance	19445.44
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1160	5.0%
1.0164384	3	< 0.1%
0.77242744	3	< 0.1%
1.4185363	3	< 0.1%
0.24464233	3	< 0.1%
0.23283321	3	< 0.1%
1.8518666	3	< 0.1%
0.26162121	3	< 0.1%
0.87885821	3	< 0.1%
36.316162	3	< 0.1%
Other values (7249)	7453	32.3%
(Missing)	14432	62.6%

Value	Count	Frequency (%)
0	1160	5.0%
0.005543388	1	< 0.1%
0.0058151721	1	< 0.1%
0.0060024257	1	< 0.1%
0.0062109418	1	< 0.1%
0.0062855105	1	< 0.1%
0.0064363782	1	< 0.1%
0.0067367144	1	< 0.1%
0.012421884	1	< 0.1%
0.012571021	2	< 0.1%

Value	Count	Frequency (%)
1232.8198	1	< 0.1%
1195.661	1	< 0.1%
1195.6143	1	< 0.1%
1150.7468	1	< 0.1%
1147.5549	1	< 0.1%
1064.4044	1	< 0.1%
1040.3544	1	< 0.1%
1017.0685	1	< 0.1%
1001.4467	1	< 0.1%
998.42242	1	< 0.1%

tasa_victimas_masc
Real number (ℝ)

High correlation Missing Zeros

Distinct	5757
Distinct (%)	66.6%
Missing	14432
Missing (%)	62.6%
Infinite	0
Infinite (%)	0.0%
Mean	49.172893

Minimum	0
Maximum	1476.9515
Zeros	2496
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	180.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3.5822547
Q3	18.288994
95-th percentile	335.38045
Maximum	1476.9515
Range	1476.9515
Interquartile range (IQR)	18.288994

Descriptive statistics

Standard deviation	134.42601
Coefficient of variation (CV)	2.7337421
Kurtosis	21.561088
Mean	49.172893
Median Absolute Deviation (MAD)	3.5822547
Skewness	4.2091299
Sum	424853.79
Variance	18070.352
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2496	10.8%
2.1075926	4	< 0.1%
1.0077648	4	< 0.1%
0.013171958	4	< 0.1%
0.48521078	3	< 0.1%
1.8582259	3	< 0.1%
1.1233494	3	< 0.1%
1.3092496	3	< 0.1%
1.0343187	3	< 0.1%
0.36643326	3	< 0.1%
Other values (5747)	6114	26.5%
(Missing)	14432	62.6%

Value	Count	Frequency (%)
0	2496	10.8%
0.011392054	1	< 0.1%
0.011502999	1	< 0.1%
0.011736555	2	< 0.1%
0.01185982	1	< 0.1%
0.012700535	2	< 0.1%
0.013171958	4	< 0.1%
0.014503482	1	< 0.1%
0.025401071	1	< 0.1%
0.025718428	1	< 0.1%

Value	Count	Frequency (%)
1476.9515	1	< 0.1%
1414.6658	1	< 0.1%
1370.5457	1	< 0.1%
1254.9751	1	< 0.1%
1217.9423	1	< 0.1%
1191.9841	1	< 0.1%
1183.6864	1	< 0.1%
1168.6772	1	< 0.1%
1164.1257	1	< 0.1%
1105.7815	1	< 0.1%

tasa_victimas_fem
Real number (ℝ)

High correlation Missing Zeros

Distinct	5771
Distinct (%)	66.8%
Missing	14432
Missing (%)	62.6%
Infinite	0
Infinite (%)	0.0%
Mean	45.112229

Minimum	0
Maximum	1462.505
Zeros	2499
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	180.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.3392582
Q3	22.387281
95-th percentile	281.39877
Maximum	1462.505
Range	1462.505
Interquartile range (IQR)	22.387281

Descriptive statistics

Standard deviation	126.56394
Coefficient of variation (CV)	2.805535
Kurtosis	27.643004
Mean	45.112229
Median Absolute Deviation (MAD)	2.3392582
Skewness	4.705653
Sum	389769.66
Variance	16018.431
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2499	10.8%
1.0005302	4	< 0.1%
4.6565051	4	< 0.1%
1.975777	4	< 0.1%
0.68230045	3	< 0.1%
1.5202945	3	< 0.1%
0.54449922	3	< 0.1%
0.33767357	3	< 0.1%
7.5037518	3	< 0.1%
1.0120842	3	< 0.1%
Other values (5761)	6111	26.5%
(Missing)	14432	62.6%

Value	Count	Frequency (%)
0	2499	10.8%
0.011299746	1	< 0.1%
0.01140958	1	< 0.1%
0.011762665	1	< 0.1%
0.012155197	3	< 0.1%
0.012295462	3	< 0.1%
0.012440364	1	< 0.1%
0.012735059	1	< 0.1%
0.013882478	1	< 0.1%
0.022182262	1	< 0.1%

Value	Count	Frequency (%)
1462.505	1	< 0.1%
1436.4557	1	< 0.1%
1417.0071	1	< 0.1%
1308.9484	1	< 0.1%
1308.7645	1	< 0.1%
1297.3264	1	< 0.1%
1248.1548	1	< 0.1%
1200.6664	1	< 0.1%
1124.038	1	< 0.1%
1119.8145	1	< 0.1%

	anio	cantidad_hechos	cantidad_victimas	cantidad_victimas_fem	cantidad_victimas_masc	cantidad_victimas_sd	codigo_delito_snic_id	provincia_id	provincia_nombre	tasa_hechos	tasa_victimas	tasa_victimas_fem	tasa_victimas_masc
anio	1.000	-0.128	-0.144	0.022	-0.011	-0.193	0.375	0.000	0.000	-0.160	-0.186	-0.003	-0.037
cantidad_hechos	-0.128	1.000	0.792	0.579	0.552	0.517	-0.205	-0.094	0.116	0.956	0.709	0.517	0.489
cantidad_victimas	-0.144	0.792	1.000	0.760	0.737	0.648	-0.123	-0.107	0.139	0.704	0.922	0.702	0.678
cantidad_victimas_fem	0.022	0.579	0.760	1.000	0.892	0.250	-0.182	-0.089	0.112	0.531	0.719	0.965	0.848
cantidad_victimas_masc	-0.011	0.552	0.737	0.892	1.000	0.200	-0.393	-0.088	0.146	0.485	0.678	0.841	0.961
cantidad_victimas_sd	-0.193	0.517	0.648	0.250	0.200	1.000	0.133	-0.083	0.163	0.446	0.585	0.194	0.140
codigo_delito_snic_id	0.375	-0.205	-0.123	-0.182	-0.393	0.133	1.000	0.000	0.000	-0.214	-0.086	-0.173	-0.403
provincia_id	0.000	-0.094	-0.107	-0.089	-0.088	-0.083	0.000	1.000	1.000	0.002	0.016	-0.008	-0.005
provincia_nombre	0.000	0.116	0.139	0.112	0.146	0.163	0.000	1.000	1.000	0.062	0.100	0.083	0.098
tasa_hechos	-0.160	0.956	0.704	0.531	0.485	0.446	-0.214	0.002	0.062	1.000	0.785	0.564	0.520
tasa_victimas	-0.186	0.709	0.922	0.719	0.678	0.585	-0.086	0.016	0.100	0.785	1.000	0.751	0.712
tasa_victimas_fem	-0.003	0.517	0.702	0.965	0.841	0.194	-0.173	-0.008	0.083	0.564	0.751	1.000	0.863
tasa_victimas_masc	-0.037	0.489	0.678	0.848	0.961	0.140	-0.403	-0.005	0.098	0.520	0.712	0.863	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

	provincia_id	provincia_nombre	anio	codigo_delito_snic_id	codigo_delito_snic_nombre	cantidad_hechos	cantidad_victimas	cantidad_victimas_masc	cantidad_victimas_fem	cantidad_victimas_sd	tasa_hechos	tasa_victimas	tasa_victimas_masc	tasa_victimas_fem
0	2	Ciudad Autónoma de Buenos Aires	2000	1	Homicidios dolosos	149	158.0	121.0	37.0	0.0	4.975001	5.275505	8.825701	2.278360
1	2	Ciudad Autónoma de Buenos Aires	2000	2	Homicidios dolosos en grado de tentativa	54	58.0	40.0	18.0	0.0	1.803021	1.936578	2.917587	1.108391
2	2	Ciudad Autónoma de Buenos Aires	2000	3	Muertes en accidentes viales	121	126.0	97.0	29.0	0.0	4.040102	4.207048	7.075148	1.785742
3	2	Ciudad Autónoma de Buenos Aires	2000	4	Homicidios culposos por otros hechos	35	36.0	20.0	13.0	3.0	1.168624	1.202014	1.458793	0.800505
4	2	Ciudad Autónoma de Buenos Aires	2000	5	Lesiones dolosas	13154	13732.0	8105.0	5485.0	142.0	439.202480	458.501460	591.176030	337.751500
5	2	Ciudad Autónoma de Buenos Aires	2000	6	Lesiones culposas en Accidentes Viales	7890	8486.0	5433.0	2998.0	55.0	263.441350	283.341370	396.281250	184.608750
6	2	Ciudad Autónoma de Buenos Aires	2000	7	Lesiones culposas por otros hechos	1164	1244.0	725.0	480.0	39.0	38.865112	41.536255	52.881264	29.557106
7	2	Ciudad Autónoma de Buenos Aires	2000	8	Otros delitos contra las personas	1784	1881.0	928.0	856.0	97.0	59.566460	62.805222	67.688019	52.710171
8	2	Ciudad Autónoma de Buenos Aires	2000	9	Delitos contra el honor	0	0.0	0.0	0.0	0.0	0.000000	0.000000	0.000000	0.000000
9	2	Ciudad Autónoma de Buenos Aires	2000	10	Abusos sexuales con acceso carnal (violaciones)	197	206.0	25.0	173.0	8.0	6.577686	6.878190	1.823492	10.652873

	provincia_id	provincia_nombre	anio	codigo_delito_snic_id	codigo_delito_snic_nombre	cantidad_hechos	cantidad_victimas	cantidad_victimas_masc	cantidad_victimas_fem	cantidad_victimas_sd	tasa_hechos	tasa_victimas	tasa_victimas_masc	tasa_victimas_fem
23062	94	Tierra del Fuego, Antártida e Islas del Atlántico Sur	2023	29_2	Ley de fauna	16	NaN	NaN	NaN	NaN	8.588990	NaN	NaN	NaN
23063	94	Tierra del Fuego, Antártida e Islas del Atlántico Sur	2023	29_3	Delitos migratorios	182	NaN	NaN	NaN	NaN	97.699760	NaN	NaN	NaN
23064	94	Tierra del Fuego, Antártida e Islas del Atlántico Sur	2023	29_4	Obstrucción del código aduanero	2	NaN	NaN	NaN	NaN	1.073624	NaN	NaN	NaN
23065	94	Tierra del Fuego, Antártida e Islas del Atlántico Sur	2023	29_5	Contrabando Simple	17	NaN	NaN	NaN	NaN	9.125802	NaN	NaN	NaN
23066	94	Tierra del Fuego, Antártida e Islas del Atlántico Sur	2023	29_6	Contrabando Agravado	0	NaN	NaN	NaN	NaN	0.000000	NaN	NaN	NaN
23067	94	Tierra del Fuego, Antártida e Islas del Atlántico Sur	2023	29_7	Contrabando de elementos nucleares agresivos químicos armas y municiones	1	NaN	NaN	NaN	NaN	0.536812	NaN	NaN	NaN
23068	94	Tierra del Fuego, Antártida e Islas del Atlántico Sur	2023	29_8	Otros delitos previstos en leyes especiales	3029	NaN	NaN	NaN	NaN	1626.003200	NaN	NaN	NaN
23069	94	Tierra del Fuego, Antártida e Islas del Atlántico Sur	2023	30	Contravenciones	227	NaN	NaN	NaN	NaN	121.856290	NaN	NaN	NaN
23070	94	Tierra del Fuego, Antártida e Islas del Atlántico Sur	2023	31	Suicidios (consumados)	20	20.0	16.0	4.0	0.0	11.670382	11.670382	18.345257	4.752965
23071	94	Tierra del Fuego, Antártida e Islas del Atlántico Sur	2023	32	Delitos contra el orden económico y financiero	8	NaN	NaN	NaN	NaN	4.294495	NaN	NaN	NaN

Overview

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample